conftrace_

fair classification

55 papers

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Co-occurring keywords

fairness constraint (125) algorithmic fairness (284) group fairness (158) demographic parity (75) binary classification (678) causal inference (1630) disentangled representation (521) counterfactual fairness (39) equalized odd (31) representation learning (6206)

Papers

Spectral Algorithms for Computing Fair Support Vector Machines AISTATS 2018
Fairness Constraints: Mechanisms for Fair Classification AISTATS 2017
Controllable Invariance through Adversarial Feature Learning NIPS 2017
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness NIPS 2017
Learning Fair Representations ICML 2013